-general] Access data arriving at leaf nodes
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What do you mean by all the values that make up a leaf node
It can happen when you reach max_depth, or for regression tasks if all
the samples in the lead of exact same target value.
Hum. I meant:
It can happen when you reach max_depth, or if all
the samples in the leaf had the exact same target
value for regression tasks (or belong to the same
class
= KernelDensity(kernel='gaussian', bandwidth=0.2).fit(leafNodeSamples)
Muhammad
Date: Wed, 15 Oct 2014 08:21:45 +0200
From: Gilles Louppe g.lou...@gmail.com
Subject: Re: [Scikit-learn-general] Access data arriving at leaf nodes
To: scikit-learn-general scikit-learn-general@lists.sourceforge.net
Hi,
I am kind of new to scikit, however I have learned a alot of things now.
I am using scikit.ensemble.RandomForestRegressor to train on a data and
predict using some input samples later.
What I am trying to do now is to access the actual values that make up each
leaf node.
I have managed to
What do you mean by all the values that make up a leaf node? If you mean
all the samples, isn't apply sufficient?
On 15 October 2014 06:20, M Asad masad@gmail.com wrote:
Hi,
I am kind of new to scikit, however I have learned a alot of things now.
I am using
2014-10-14 15:20 GMT-04:00 M Asad masad@gmail.com:
Hi,
I am kind of new to scikit, however I have learned a alot of things now.
I am using scikit.ensemble.RandomForestRegressor to train on a data and
predict using some input samples later.
What I am trying to do now is to access the
Muhammad
Date: Wed, 15 Oct 2014 07:59:09 +1100
From: Joel Nothman joel.noth...@gmail.com
Subject: Re: [Scikit-learn-general] Access data arriving at leaf nodes
To: scikit-learn-general scikit-learn-general@lists.sourceforge.net
Message-ID:
CAAkaFLUB_ApLWGosUovxfEoEi34bcw-ePke0TBCKF3NrQpF
2014-10-14 18:59 GMT-04:00 M Asad masad@gmail.com:
I am not sure if there is already a method to get this but I have read docs
and there doesnt seem to be any. Please correct me if I am wrong.
Actually I am trying to get probability distribution at each leaf node, as
done in the book
in range(0, index.shape[1]):
leafVals[j,i] = forestClf.estimators_[i].tree_.value[index[j,i]
Many thanks in advance
Muhammad
Date: Wed, 15 Oct 2014 07:59:09 +1100
From: Joel Nothman joel.noth...@gmail.com
Subject: Re: [Scikit-learn-general] Access data arriving at leaf nodes
